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Found 5 papers, 0 papers with code
Advancing Speech Translation: A Corpus of Mandarin-English Conversational Telephone Speech
This paper introduces a set of English translations for a 123-hour subset of the CallHome Mandarin Chinese data and the HKUST Mandarin Telephone Speech data for the task of speech translation.
Training Autoregressive Speech Recognition Models with Limited in-domain Supervision
Advances in self-supervised learning have significantly reduced the amount of transcribed audio required for training.
Combining Unsupervised and Text Augmented Semi-Supervised Learning for Low Resourced Autoregressive Speech Recognition
Final performance is an additional 2% better absolute when using CTC-based decoding for semi-supervised training compared to shallow fusion.
Overcoming Domain Mismatch in Low Resource Sequence-to-Sequence ASR Models using Hybrid Generated Pseudotranscripts
We show that there is a sizable initial gap in such a data condition between hybrid and seq2seq models, and the hybrid model is able to further improve through the use of additional language model (LM) data.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+3
Using heterogeneity in semi-supervised transcription hypotheses to improve code-switched speech recognition
Labeled code-switched data are rare, so monolingual data are often used to model code-switched speech.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
